3 papers
cs.CR2025
SAGE: A Generic Framework for LLM Safety Evaluation
Madhur Jindal, Hari Shrawgi, Parag Agrawal +1
As Large Language Models are rapidly deployed across diverse applications from healthcare to financial advice, safety evaluation struggles to keep pace. Current benchmarks focus on…
cs.CY2025
LLM Safety for Children
Prasanjit Rath, Hari Shrawgi, Parag Agrawal +1
This paper analyzes the safety of Large Language Models (LLMs) in interactions with children below age of 18 years. Despite the transformative applications of LLMs in various aspec…
cs.CL2025
Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models
Somnath Banerjee, Sayan Layek, Hari Shrawgi +7
As LLMs are increasingly deployed in global applications, the importance of cultural sensitivity becomes paramount, ensuring that users from diverse backgrounds feel respected and…